{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "Sixian-Li/knowledge-base-kit",
 "name": "knowledge-base-kit",
 "owner": "Sixian-Li",
 "slug": "sixian-li-knowledge-base-kit",
 "github": "https://github.com/Sixian-Li/knowledge-base-kit",
 "what": "Knowledge Base Kit is a Python toolkit that helps Claude Code or Codex turn documents into a local, source-backed Markdown knowledge base with full text, summaries, and a catalog.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10+",
  "Node.js 20+",
  "Pandoc 3+",
  "An authenticated Claude Code or Codex CLI for model-assisted processing",
  "A downloaded or cloned copy of the knowledge-base-kit repository"
 ],
 "audience_note": "Written for people who keep research, reading, or project documents and want an AI agent to help file them into a checked Markdown knowledge base.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/sixian-li-knowledge-base-kit/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "sixian-li-knowledge-base-kit--build-source-backed-kb-with-codex",
   "title": "Build a source-backed knowledge base from your documents",
   "best": true,
   "url": "https://dedupedai.com/use-cases/sixian-li-knowledge-base-kit/build-source-backed-kb-with-codex/",
   "json": "https://dedupedai.com/use-cases/u/sixian-li-knowledge-base-kit/build-source-backed-kb-with-codex.json"
  },
  {
   "id": "sixian-li-knowledge-base-kit--file-documents-with-claude-code",
   "title": "File documents into a knowledge base with Claude Code",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sixian-li-knowledge-base-kit/file-documents-with-claude-code/",
   "json": "https://dedupedai.com/use-cases/u/sixian-li-knowledge-base-kit/file-documents-with-claude-code.json"
  },
  {
   "id": "sixian-li-knowledge-base-kit--try-offline-demo-without-model-calls",
   "title": "Try the offline demo with no account or model calls",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sixian-li-knowledge-base-kit/try-offline-demo-without-model-calls/",
   "json": "https://dedupedai.com/use-cases/u/sixian-li-knowledge-base-kit/try-offline-demo-without-model-calls.json"
  },
  {
   "id": "sixian-li-knowledge-base-kit--validate-kb-before-sharing",
   "title": "Validate a knowledge base before sharing it",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sixian-li-knowledge-base-kit/validate-kb-before-sharing/",
   "json": "https://dedupedai.com/use-cases/u/sixian-li-knowledge-base-kit/validate-kb-before-sharing.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}